Search Results for author: Leonie Basso

Found 2 papers, 2 papers with code

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

2 code implementations11 May 2023 Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar

Continuous-time models such as Neural ODEs and Neural Flows have shown promising results in analyzing irregularly sampled time series frequently encountered in electronic health records.

Decoder Time Series

Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks

1 code implementation27 Oct 2022 Leonie Basso, Zhao Ren, Wolfgang Nejdl

Atrial fibrillation (AF) is the most common cardiac arrhythmia and associated with a high risk for serious conditions like stroke.

Atrial Fibrillation Detection

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